Repository Index

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

• caffe
• mtcnn

Sequential regulatory activity predictions with deep convolutional neural networks.

Neural networks toolbox focused on medical image analysis

• python
• keras
• convolutional-neural-networks
• brain

Search and filter videos based on objects that appear in them using convolutional neural networks

Source code for "DeepDTA: deep drug-target binding affinity prediction"

• protein-ligand-interactions
• convolutional-neural-networks

RNA-seq prediction with deep convolutional neural networks.

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

Shallow and Deep Convolutional Networks for Saliency Prediction

MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.

Graph to sequence implemented in Pytorch combining Graph convolutional networks and opennmt-py

Axon/Myelin segmentation using Deep Learning

• deep-learning
• machine-learning
• myelin
• axon

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

• adversarial-attacks
• graph-convolutional-networks
• graph-neural-networks
• pytorch

Re-implement CycleGAN in Tensorlayer

• cyclegan
• gan
• tensorlayer
• resize-convolution

NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions

• computational-biology
• bioinformatics
• graph-convolution
• deep-learning

Simple convolutional highway networks using TensorFlow.

MCP server for spatial transcriptomics analysis through natural language interfaces.

• bioinformatics
• cell-communication
• deconvolution
• machine-learning

This is implementation of AlexNet(2012) with 3D Convolution on TensorFlow (AlexNet 3D).

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

• image-processing
• images
• image-analysis
• deep-learning

Fast, deterministic cell-type deconvolution for million-bin spatial transcriptomics

• bioinformatics
• cell-type-deconvolution
• computational-biology
• deconvolution